Overview

Dataset Statistics

Number of Variables 14
Number of Rows 7795
Missing Cells 0
Missing Cells (%) 0.0%
Duplicate Rows 0
Duplicate Rows (%) 0.0%
Total Size in Memory 1.7 MB
Average Row Size in Memory 228.5 B

Variable Types

Categorical 2
Numerical 12

Variables

date

categorical

Distinct Count 513
Unique (%) 6.6%
Missing 0
Missing (%) 0.0%
Memory Size 570.9 KB

Length

Mean 10
Standard Deviation 0
Median 10
Minimum 10
Maximum 10

Sample

1st row 2020-03-24
2nd row 2020-03-24
3rd row 2020-03-24
4th row 2020-03-24
5th row 2020-03-24

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 15590
Decimal Number 62360

state

categorical

Distinct Count 16
Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Memory Size 559.3 KB

Length

Mean 8.4718
Standard Deviation 3.7323
Median 7
Minimum 5
Maximum 17

Sample

1st row Johor
2nd row Kedah
3rd row Kelantan
4th row Melaka
5th row Negeri Sembilan

Letter

Count 61121
Lowercase Letter 49535
Space Separator 2665
Uppercase Letter 11586
Dash Punctuation 0
Decimal Number 0

beds_icu

numerical

Distinct Count 119
Unique (%) 1.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 121.8 KB
Mean 46.8491
Minimum 5
Maximum 247
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 5
5-th Percentile 5
Q1 23
Median 47
Q3 64
95-th Percentile 104
Maximum 247
Range 242
IQR 41

Descriptive Statistics

Mean 46.8491
Standard Deviation 33.3747
Variance 1113.8731
Sum 365189
Skewness 1.8383
Kurtosis 5.8163
Coefficient of Variation 0.7124

beds_icu_rep

numerical

Distinct Count 111
Unique (%) 1.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 121.8 KB
Mean 25.7315
Minimum 0
Maximum 227
Zeros 2043
Zeros (%) 26.2%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 12
Q3 40
95-th Percentile 76
Maximum 227
Range 227
IQR 40

Descriptive Statistics

Mean 25.7315
Standard Deviation 32.1816
Variance 1035.656
Sum 200577
Skewness 2.0057
Kurtosis 6.0128
Coefficient of Variation 1.2507

beds_icu_total

numerical

Distinct Count 187
Unique (%) 2.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 121.8 KB
Mean 72.5806
Minimum 5
Maximum 455
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 5
5-th Percentile 10
Q1 33
Median 63
Q3 92
95-th Percentile 187
Maximum 455
Range 450
IQR 59

Descriptive Statistics

Mean 72.5806
Standard Deviation 59.8861
Variance 3586.3439
Sum 565766
Skewness 2.1219
Kurtosis 7.2811
Coefficient of Variation 0.8251

beds_icu_covid

numerical

Distinct Count 162
Unique (%) 2.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 121.8 KB
Mean 41.7166
Minimum 0
Maximum 380
Zeros 41
Zeros (%) 0.5%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 4
Q1 12
Median 27
Q3 54
95-th Percentile 114
Maximum 380
Range 380
IQR 42

Descriptive Statistics

Mean 41.7166
Standard Deviation 44.8767
Variance 2013.9149
Sum 325181
Skewness 2.8898
Kurtosis 13.0253
Coefficient of Variation 1.0758

vent

numerical

Distinct Count 143
Unique (%) 1.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 121.8 KB
Mean 76.1117
Minimum 5
Maximum 432
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 5
5-th Percentile 7
Q1 41
Median 63
Q3 100
95-th Percentile 169
Maximum 432
Range 427
IQR 59

Descriptive Statistics

Mean 76.1117
Standard Deviation 55.0069
Variance 3025.7603
Sum 593291
Skewness 1.953
Kurtosis 7.1623
Coefficient of Variation 0.7227

vent_port

numerical

Distinct Count 101
Unique (%) 1.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 121.8 KB
Mean 34.2226
Minimum 0
Maximum 153
Zeros 70
Zeros (%) 0.9%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 4
Q1 12
Median 22
Q3 46
95-th Percentile 96
Maximum 153
Range 153
IQR 34

Descriptive Statistics

Mean 34.2226
Standard Deviation 31.2135
Variance 974.2849
Sum 266765
Skewness 1.3414
Kurtosis 1.1493
Coefficient of Variation 0.9121

icu_covid

numerical

Distinct Count 259
Unique (%) 3.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 121.8 KB
Mean 22.3682
Minimum 0
Maximum 532
Zeros 2770
Zeros (%) 35.5%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 3
Q3 22
95-th Percentile 99
Maximum 532
Range 532
IQR 22

Descriptive Statistics

Mean 22.3682
Standard Deviation 49.4701
Variance 2447.2901
Sum 174360
Skewness 4.6781
Kurtosis 29.1218
Coefficient of Variation 2.2116

icu_pui

numerical

Distinct Count 30
Unique (%) 0.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 121.8 KB
Mean 0.5158
Minimum 0
Maximum 80
Zeros 6492
Zeros (%) 83.3%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 2
Maximum 80
Range 80
IQR 0

Descriptive Statistics

Mean 0.5158
Standard Deviation 3.5357
Variance 12.5013
Sum 4021
Skewness 15.5509
Kurtosis 260.1498
Coefficient of Variation 6.8542

icu_noncovid

numerical

Distinct Count 97
Unique (%) 1.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 121.8 KB
Mean 25.4236
Minimum 0
Maximum 109
Zeros 85
Zeros (%) 1.1%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 3
Q1 11
Median 22
Q3 38
95-th Percentile 56
Maximum 109
Range 109
IQR 27

Descriptive Statistics

Mean 25.4236
Standard Deviation 17.4901
Variance 305.9044
Sum 198177
Skewness 0.7068
Kurtosis -0.02427
Coefficient of Variation 0.6879

vent_covid

numerical

Distinct Count 198
Unique (%) 2.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 121.8 KB
Mean 11.9359
Minimum 0
Maximum 294
Zeros 3300
Zeros (%) 42.3%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 1
Q3 10
95-th Percentile 56
Maximum 294
Range 294
IQR 10

Descriptive Statistics

Mean 11.9359
Standard Deviation 29.275
Variance 857.0249
Sum 93040
Skewness 4.9523
Kurtosis 30.3412
Coefficient of Variation 2.4527

vent_pui

numerical

Distinct Count 13
Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 121.8 KB
Mean 0.3029
Minimum 0
Maximum 14
Zeros 6577
Zeros (%) 84.4%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 2
Maximum 14
Range 14
IQR 0

Descriptive Statistics

Mean 0.3029
Standard Deviation 0.9343
Variance 0.873
Sum 2361
Skewness 4.9196
Kurtosis 33.3119
Coefficient of Variation 3.0847

vent_noncovid

numerical

Distinct Count 65
Unique (%) 0.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 121.8 KB
Mean 1.6087
Minimum 0
Maximum 80
Zeros 7102
Zeros (%) 91.1%
Negatives 0
Negatives (%) 0.0%

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 13
Maximum 80
Range 80
IQR 0

Descriptive Statistics

Mean 1.6087
Standard Deviation 6.7653
Variance 45.7689
Sum 12540
Skewness 5.4981
Kurtosis 35.7383
Coefficient of Variation 4.2054

Interactions

Correlations

Missing Values